OVBT17: Tracking Multiple Persons Based on a Variational Bayesian Model

MOT17-01-DPM


Benchmark:

MOT17 | MOT20 |

Short name:

OVBT17

Detector:

Public

Description:

Reference:

Y. Ban, S. Ba, X. Alameda-Pineda, R. Horaud. Tracking multiple persons based on a variational bayesian model. In European Conference on Computer Vision Workshops, 2016.

Last submitted:

July 08, 2022 (2 months ago)

Published:

July 08, 2022 at 17:26:08 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

Intel® Core™ i9-9820X CPU @ 3.30GHz × 20

Runtime:

1.7 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1740.243.634.6151 (6.4)1,169 (49.6)27,497305,17945.990.434.934.736.975.336.972.780.11.54,763 (0.0)8,711 (0.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM21.431.324.23125154,48230.579.327.121.729.667.323.561.175.51.171125
MOT17-01-FRCNN25.938.633.8391,2283,52845.370.436.931.439.677.337.458.279.32.72266
MOT17-01-SDP38.240.032.2264993,45046.585.731.833.035.869.136.266.778.51.138119
MOT17-03-DPM33.536.428.293412,93354,31148.179.623.634.224.573.538.663.878.28.62,3232,785
MOT17-03-FRCNN55.853.441.634281,48944,53157.597.639.344.441.676.546.278.581.21.0238606
MOT17-03-SDP67.460.847.5441782933,00068.598.942.952.945.276.055.179.581.50.63152,027
MOT17-06-DPM30.337.927.841363457,68634.892.230.126.034.071.927.071.677.40.3187185
MOT17-06-FRCNN34.846.035.061273327,29238.193.140.630.343.776.531.677.182.00.358125
MOT17-06-SDP36.645.334.2101174246,96940.991.937.731.143.270.432.773.680.20.479142
MOT17-07-DPM25.828.020.81281,07311,07034.584.417.026.017.475.327.567.376.02.1389422
MOT17-07-FRCNN31.037.629.122087910,66636.987.631.527.833.771.929.570.078.31.8116288
MOT17-07-SDP39.343.232.44224949,67742.793.632.832.234.673.633.874.079.91.089237
MOT17-08-DPM14.718.816.81451,11316,62121.380.216.317.517.473.818.469.180.01.8292364
MOT17-08-FRCNN18.525.723.614756816,59521.488.932.217.433.879.518.074.783.20.95373
MOT17-08-SDP16.622.519.61529817,47317.397.427.714.029.476.514.279.982.90.24893
MOT17-12-DPM27.034.927.73506585,55136.082.628.527.329.579.429.567.779.30.7122162
MOT17-12-FRCNN30.343.735.07612545,77333.491.946.526.549.777.127.676.182.10.31527
MOT17-12-SDP26.941.634.26671836,14129.193.249.823.552.679.324.377.883.70.2812
MOT17-14-DPM17.127.220.1310883314,39922.183.124.316.725.374.917.565.777.51.186165
MOT17-14-FRCNN18.232.525.04901,83213,17228.774.430.221.232.867.523.059.675.02.4121390
MOT17-14-SDP25.334.424.939391812,79230.886.127.822.529.672.223.966.877.61.293298

Raw data: